01
Assessment
This is the first step in the AI Transformation journey to allow both the TPC and Temasek to have an independent assessment of the enterprise AI maturity of the TPCs.
This will help to provide clarity and consistency of AI maturity across Temasek’s portfolio and identify potential opportunities.

Our Approach
Independent, structured assessment of each company’s AI maturity
Strategy
Assess alignment of company objectives and leadership roles with AI maturity.
Value
Evaluate how AI maturity is reflected in financial metrics, investments, and reporting.
Operating Model
Review the scalability and readiness of technology platforms to support AI.
Technology
Assess foundational AI platforms and MLOps; Standardised, Role-based Accessible, Shadow deployment.
Data
Evaluate the availability, quality, and management of business-critical data for AI.
Governance
Examine systems and policies for responsible, secure, and compliant AI practices.
Talent & Culture
Assess skills, organisational mindset, and change readiness for adopting AI.
Grounded in global standards and emphasises credibility, repeatability, consistency, and ease of use. The objective is a clear baseline of AI readiness, clarifying what maturity looks like at each stage, what ahead-of-curve behavior shows, and what lagging indicators typically are. This enables Temasek and the company to track its progress over time.
Following this assessment, the TPC will receive an AI Maturity Report. This structured, evidence-based summary outlines each company’s current AI maturity level across all pillars, along with tailored insights to guide next-step prioritisation and capability development.

Deliverables
- Individual TPC’s Enterprise AI Maturity Report
- Inputs to Temasek AI Transformation Dashboard

Timeline
Rapid, management-focused delivery: typically 1 x 1-hour session with senior leadership and 2 x 2-hour sessions with relevant functional heads.Outcome
Enterprise AI Maturity Report with current state and maturity to identify and prioritise AI opportunities to pursue during the Visioning stage